Earticle

초록

영어

Human identification via multibiometrics is a very promising approach to improve the overall system’s accuracy and recognition performance. In recent years, several approaches toward studying the fusion strategies of different biometric evidence have been proposed. However, there are a number of major problems detected on some of those approaches such as weakness against spoofing attacks and higher acceptable error rate. In this paper, a novel multibiometrics fusion strategy based on dual iris, visible and thermal face traits is proposed. Initially, the features of related biometrics (dual iris, visible with thermal faces) are fused in feature level. Then, the matching scores of iris and face traits are fused via triangular norm. The proposed multibiometrics fusion achieves higher identification performance as well as immune to spoofing attacks. All the simulation are performed based on a virtual multibiometrics database, which merges the challenging CASIA-Iris-Thousand database with noisy samples and the NVIE face database with visible and thermal face images. The results show that the proposed fusion strategy outperforms the state-of-the-art approaches in the literature.

목차

Abstract
 1. Introduction
 2. Proposed Multibiometrics Fusion Strategy
  2.1. The main architecture of the proposed fusion strategy
  2.2. Preprocessing and feature extraction
  2.3. Feature level fusion for the related biometrics
  2.4. Score level fusion using triangular norm
 3. Experimental Results and Analysis
  3.1. Experiments setup and evaluation protocols
  3.2. Comparisons and analysis
 4. Conclusion
 Acknowledgements
 References

키워드

저자

• Ning Wang [ Harbin Institute of Technology, Harbin, 150080, China ]
• Qiong Li [ Harbin Institute of Technology, Harbin, 150080, China ] Corresponding author
• Ahmed A. Abd El-Latif [ Harbin Institute of Technology, Harbin, 150080, China, Menoufia University, Shebin El-Koom, 32511, Egypt ]
• Jialiang Peng [ Harbin Institute of Technology, Harbin, 150080, China, Heilongjiang University, Harbin 150080, China ]
• Xiamu Niu [ Harbin Institute of Technology, Harbin, 150080, China ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Security and Its Applications

• 간기

  격월간

• pISSN

  1738-9976

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605